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opus4m+btTCv20210807-2021-09-30.yml
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opus4m+btTCv20210807.yml
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README.md

opus4m+btTCv20210807-2021-09-30.zip

  • dataset: opus4m+btTCv20210807
  • model: transformer
  • source language(s): afb ajp apc ara arq arz hbo heb jpa kab mlt oar phn tmr
  • target language(s): avk bzt epo ido ile ina jbo ldn lfn nov qya sjn tlh tzl vol
  • model: transformer
  • pre-processing: normalization + SentencePiece (spm32k,spm32k)
  • a sentence initial language token is required in the form of >>id<< (id = valid target language ID)
  • valid language labels: >>avk_Latn<< >>bzt_Latn<< >>epo<< >>ido<< >>ido_Latn<< >>ile<< >>ile_Latn<< >>ina_Latn<< >>jbo<< >>jbo_Latn<< >>ldn_Latn<< >>lfn_Cyrl<< >>lfn_Latn<< >>nov_Latn<< >>qya_Latn<< >>sjn_Latn<< >>tlh<< >>tlh_Latn<< >>tzl_Latn<< >>vol_Latn<<
  • download: opus4m+btTCv20210807-2021-09-30.zip
  • test set translations: opus4m+btTCv20210807-2021-09-30.test.txt
  • test set scores: opus4m+btTCv20210807-2021-09-30.eval.txt

Benchmarks

testset BLEU chr-F #sent #words BP
Tatoeba-test-v2021-08-07.ara-avk 12.7 0.242 2 9 1.000
Tatoeba-test-v2021-08-07.ara-bzt 0.6 0.140 27 152 1.000
Tatoeba-test-v2021-08-07.ara-epo 36.9 0.586 753 4678 1.000
Tatoeba-test-v2021-08-07.ara-ido 1.9 0.145 40 195 1.000
Tatoeba-test-v2021-08-07.ara-ile 2.3 0.292 22 124 1.000
Tatoeba-test-v2021-08-07.ara-ina 5.7 0.261 55 343 0.931
Tatoeba-test-v2021-08-07.ara-jbo 2.5 0.140 4 28 0.670
Tatoeba-test-v2021-08-07.ara-ldn 6.4 0.111 2 8 1.000
Tatoeba-test-v2021-08-07.ara-lfn 1.1 0.167 75 457 1.000
Tatoeba-test-v2021-08-07.ara-nov 2.5 0.309 15 75 1.000
Tatoeba-test-v2021-08-07.ara-qya 3.9 0.104 3 12 1.000
Tatoeba-test-v2021-08-07.ara-sjn 3.6 0.087 6 18 1.000
Tatoeba-test-v2021-08-07.ara-tlh 0.7 0.070 29 113 1.000
Tatoeba-test-v2021-08-07.ara-tzl 1.5 0.180 28 163 0.917
Tatoeba-test-v2021-08-07.ara-vol 1.9 0.203 21 98 1.000
Tatoeba-test-v2021-08-07.hbo-bzt 2.8 0.044 1 5 1.000
Tatoeba-test-v2021-08-07.hbo-epo 0.8 0.120 14 285 0.722
Tatoeba-test-v2021-08-07.hbo-ido 2.6 0.043 3 22 0.301
Tatoeba-test-v2021-08-07.hbo-ina 0.8 0.107 4 64 0.459
Tatoeba-test-v2021-08-07.hbo-lfn 0.9 0.118 4 37 1.000
Tatoeba-test-v2021-08-07.hbo-tlh 0.6 0.044 1 7 1.000
Tatoeba-test-v2021-08-07.heb-avk 4.4 0.184 8 36 1.000
Tatoeba-test-v2021-08-07.heb-bzt 0.5 0.116 35 246 0.967
Tatoeba-test-v2021-08-07.heb-epo 34.6 0.546 10368 80787 1.000
Tatoeba-test-v2021-08-07.heb-ido 2.3 0.195 103 642 0.981
Tatoeba-test-v2021-08-07.heb-ile 1.2 0.248 44 257 0.992
Tatoeba-test-v2021-08-07.heb-ina 5.4 0.239 217 1526 1.000
Tatoeba-test-v2021-08-07.heb-jbo 0.9 0.103 13 67 1.000
Tatoeba-test-v2021-08-07.heb-ldn 16.0 0.079 1 4 1.000
Tatoeba-test-v2021-08-07.heb-lfn 1.0 0.162 280 1884 0.985
Tatoeba-test-v2021-08-07.heb-nov 1.8 0.285 31 166 1.000
Tatoeba-test-v2021-08-07.heb-qya 4.5 0.075 4 14 1.000
Tatoeba-test-v2021-08-07.heb-sjn 2.2 0.080 8 31 1.000
Tatoeba-test-v2021-08-07.heb-tlh 0.4 0.076 62 250 1.000
Tatoeba-test-v2021-08-07.heb-tzl 1.3 0.194 36 197 0.974
Tatoeba-test-v2021-08-07.heb-vol 1.2 0.148 43 197 1.000
Tatoeba-test-v2021-08-07.jpa-bzt 10.7 0.070 1 5 1.000
Tatoeba-test-v2021-08-07.jpa-epo 1.4 0.147 2 22 1.000
Tatoeba-test-v2021-08-07.jpa-ido 5.5 0.100 1 4 1.000
Tatoeba-test-v2021-08-07.jpa-ina 6.6 0.167 1 5 1.000
Tatoeba-test-v2021-08-07.jpa-jbo 5.3 0.034 1 2 1.000
Tatoeba-test-v2021-08-07.jpa-ldn 10.7 0.055 1 5 1.000
Tatoeba-test-v2021-08-07.jpa-lfn 10.7 0.096 1 5 1.000
Tatoeba-test-v2021-08-07.jpa-tlh 10.7 0.056 1 3 1.000
Tatoeba-test-v2021-08-07.kab-bzt 8.5 0.208 3 14 1.000
Tatoeba-test-v2021-08-07.kab-epo 3.6 0.235 21 135 0.970
Tatoeba-test-v2021-08-07.kab-ido 2.5 0.146 6 26 1.000
Tatoeba-test-v2021-08-07.kab-ile 3.3 0.137 2 15 1.000
Tatoeba-test-v2021-08-07.kab-ina 12.8 0.204 11 66 0.969
Tatoeba-test-v2021-08-07.kab-lfn 1.8 0.137 15 94 0.968
Tatoeba-test-v2021-08-07.kab-sjn 0.0 0.079 2 6 0.607
Tatoeba-test-v2021-08-07.kab-tlh 5.3 0.084 3 12 1.000
Tatoeba-test-v2021-08-07.kab-vol 4.3 0.182 4 20 0.895
Tatoeba-test-v2021-08-07.mlt-epo 11.5 0.077 1 6 0.607
Tatoeba-test-v2021-08-07.multi-multi 31.2 0.508 10000 74552 1.000
Tatoeba-test-v2021-08-07.oar-epo 1.0 0.116 2 20 1.000
Tatoeba-test-v2021-08-07.phn-epo 0.8 0.015 10 75 1.000
Tatoeba-test-v2021-08-07.phn-ido 0.0 0.069 2 8 0.050
Tatoeba-test-v2021-08-07.phn-ina 0.0 0.023 2 8 0.368
Tatoeba-test-v2021-08-07.phn-lfn 3.5 0.056 5 24 0.769
Tatoeba-test-v2021-08-07.phn-tlh 0.0 0.037 4 14 0.472
Tatoeba-test-v2021-08-07.phn-tzl 0.0 0.025 1 3 0.607
Tatoeba-test-v2021-08-07.tmr-bzt 0.9 0.105 15 85 1.000
Tatoeba-test-v2021-08-07.tmr-epo 2.1 0.159 31 408 1.000
Tatoeba-test-v2021-08-07.tmr-ido 1.0 0.127 15 93 0.978
Tatoeba-test-v2021-08-07.tmr-ile 1.6 0.162 8 46 1.000
Tatoeba-test-v2021-08-07.tmr-ina 1.5 0.128 19 140 0.830
Tatoeba-test-v2021-08-07.tmr-jbo 1.2 0.124 7 35 1.000
Tatoeba-test-v2021-08-07.tmr-ldn 3.6 0.063 2 9 1.000
Tatoeba-test-v2021-08-07.tmr-lfn 0.6 0.113 29 178 1.000
Tatoeba-test-v2021-08-07.tmr-nov 1.2 0.159 10 52 1.000
Tatoeba-test-v2021-08-07.tmr-qya 2.4 0.060 6 20 1.000
Tatoeba-test-v2021-08-07.tmr-sjn 1.4 0.083 8 29 1.000
Tatoeba-test-v2021-08-07.tmr-tlh 1.0 0.071 13 56 1.000
Tatoeba-test-v2021-08-07.tmr-tzl 1.0 0.087 15 81 1.000
Tatoeba-test-v2021-08-07.tmr-vol 1.0 0.128 11 51 1.000